Bayesian nonparametric spectral density estimation using B-spline priors.
Matthew C. EdwardsRenate MeyerNelson ChristensenPublished in: Stat. Comput. (2019)
Keyphrases
- b spline
- density estimation
- mixture model
- dirichlet process
- basis functions
- density function
- probability density function
- log likelihood
- least squares
- bayesian framework
- em algorithm
- gaussian mixture model
- outlier detection
- probabilistic model
- prior knowledge
- prior information
- exponential family
- information retrieval
- model selection
- expectation maximization
- knowledge discovery
- video sequences
- bayesian networks